Operating Systems Courses

Steve Brunton

Data-Driven Dynamical Systems with Machine Learning

Explore modern machine learning methods for modeling complex dynamical systems from data. Learn data-driven control techniques and apply them to various fields of science and engineering.

• YouTube
• 15 hours
• On-Demand
• Free Video

Mozilla

Rust and the Future of Systems Programming

Explore Rust's unique blend of low-level control and safety, empowering programmers to tackle systems-level challenges with confidence and efficiency.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Amazon Web Services;  Amazon

How AWS Managed Services (AMS) Works Within Cloud Operating Models

Explore cloud operating models and learn how AWS Managed Services integrates to accelerate application modernization and cloud adoption.

• AWS Skill Builder
• On-Demand
• Free Certificate

CISSP Information Systems Security Professional

Comprehensive overview of CISSP certification, covering security principles, governance, risk management, and frameworks. Equips professionals with essential knowledge for information systems security.

• YouTube
• 1 day
• On-Demand
• Free Video

Amazon Web Services;  Amazon

Systems Operator Learning Plan

Comprehensive cloud operations training covering AWS services, architecture, automation, and management for system administrators seeking operational excellence and certification.

• AWS Skill Builder
• 20 hours
• On-Demand
• Free Certificate

Modern Data Warehouse - Designing, Making & Operating

Explore designing, building, and operating Modern Data Warehouses in Azure. Learn key considerations, best practices, and accelerate your project with expert insights on architecture, security, and governance.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Managing Large-Scale SAP Systems on Microsoft Azure - Automation and Resilience

Explore automation, orchestration, and operational resiliency for managing large-scale SAP systems on Azure. Learn about cyber resilience, data protection, and strategies to enhance system availability.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Building Fairer AI Systems with Fairlearn - AI Show

Explore Fairlearn, an open-source toolkit for assessing and mitigating fairness issues in AI systems, focusing on potential negative impacts on different demographic groups.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Hamiltonian Systems Introduction - Why Study Them?

Explore Hamiltonian systems and their advantages in mechanics. Learn about generalized momentum, canonical equations, and the transformation from Lagrangian to Hamiltonian formalism.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Normal Modes of Mechanical Systems - Oscillations and Instabilities

Explore normal modes in mechanical systems, including oscillatory patterns, steady drift, and instability. Learn about natural frequencies, mode shapes, and their applications in analyzing system responses to forcing.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Chaos in Mechanical Systems, Routh Procedure, Ignorable Coordinates and Symmetries - Noether's Theorem

Explore chaotic dynamics, Routhian method, and Noether's theorem in mechanical systems. Learn about ignorable coordinates, constants of motion, and their relation to physical symmetries through various examples.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Center Manifolds for Hamiltonian Systems and PDEs - Lorenz System Bifurcation, Part 2

Explore center manifolds in Hamiltonian systems and PDEs, including Lorenz system bifurcation, unstable directions, and applications to flame front evolution and celestial mechanics.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Periodic Systems and Periodic Motion - Parametric Resonance Tongues of Instability, Mathieu Equation

Explore periodic systems, parametric resonance, and the Mathieu equation. Learn about resonance tongues, stability analysis, and the fascinating Kapitza pendulum phenomenon in nonlinear dynamics.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Poisson Brackets, Non-Canonical Hamiltonian Systems and Euler's Rigid Body Equations

Explore Poisson brackets, non-canonical Hamiltonian systems, and Euler's rigid body equations in this advanced dynamics lecture. Gain insights into abstract algebra, Lie algebra, and their applications in physics and mechanics.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Ross Dynamics Lab

Integrable and Non-Integrable Hamiltonian Systems - KAM Tori - Poincare Sections - Poisson Brackets

Explore integrable and non-integrable Hamiltonian systems, KAM theory, Poincaré sections, and Poisson brackets in this advanced dynamics lecture, offering insights into complex nonlinear systems and their behavior.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video